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Update app.py
Browse files
app.py
CHANGED
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@@ -1,3 +1,4 @@
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from flask import Flask, request, jsonify, render_template_string
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import os
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import requests
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@@ -10,32 +11,33 @@ app = Flask(__name__)
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logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
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# Configuration
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-
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MAX_TOKENS = int(os.getenv('MAX_TOKENS', '2048'))
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TEMPERATURE = float(os.getenv('TEMPERATURE', '0.7'))
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class
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def __init__(self,
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self.
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self.available_models =
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self.refresh_models()
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def refresh_models(self) -> None:
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"""Refresh the list of available models from
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try:
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response = requests.get(f"{self.
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response.raise_for_status()
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data = response.json()
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except Exception as e:
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logging.error(f"Error refreshing models: {e}")
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self.available_models =
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def list_models(self) -> List[str]:
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"""Return the list of available models."""
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@@ -53,18 +55,15 @@ class OllamaClient:
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"stream": False,
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**kwargs
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}
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response = requests.post(f"{self.
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response.raise_for_status()
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data = response.json()
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"usage": data.get('usage', {})
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}
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return {"status": "error", "message": data.get('message', 'Unknown error')}
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except Exception as e:
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logging.error(f"Error generating response: {e}")
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return {"status": "error", "message": str(e)}
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@@ -72,15 +71,15 @@ class OllamaClient:
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def health_check(self) -> Dict[str, Any]:
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"""Check the health of the Ollama API."""
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try:
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response = requests.get(f"{self.
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response.raise_for_status()
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return
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except Exception as e:
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logging.error(f"Health check failed: {e}")
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return {"status": "unhealthy", "error": str(e)}
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# Initialize Ollama
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# HTML template for the chat interface
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HTML_TEMPLATE = '''
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@@ -91,7 +90,195 @@ HTML_TEMPLATE = '''
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>OpenWebUI - Ollama Chat</title>
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<style>
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-
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</style>
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</head>
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<body>
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@@ -173,7 +360,7 @@ HTML_TEMPLATE = '''
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const option = document.createElement('option');
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option.value = model;
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option.textContent = model;
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if (model === '
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option.selected = true;
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}
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modelSelect.appendChild(option);
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@@ -230,7 +417,7 @@ HTML_TEMPLATE = '''
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const response = await fetch('/api/chat', {
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method: 'POST',
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headers: { 'Content-Type': 'application/json' },
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body: JSON.stringify({ model, message, temperature, max_tokens: maxTokens })
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});
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const data = await response.json();
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@app.route('/')
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def home():
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"""Main chat interface."""
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return render_template_string(HTML_TEMPLATE,
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@app.route('/api/chat', methods=['POST'])
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def chat():
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"""Chat API endpoint."""
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try:
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data = request.get_json()
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if not data or '
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return jsonify({"status": "error", "message": "
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model = data['model']
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temperature = data.get('temperature', TEMPERATURE)
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max_tokens = data.get('max_tokens', MAX_TOKENS)
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result =
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return jsonify(result), 200 if result["status"] == "success" else 500
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except Exception as e:
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logging.error(f"Chat endpoint error: {e}")
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def get_models():
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"""Get available models."""
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try:
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models =
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return jsonify({
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"status": "success",
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"models": models,
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def health_check():
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"""Health check endpoint."""
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try:
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ollama_health =
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return jsonify({
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"status": "healthy",
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"ollama_api": ollama_health,
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+
# app.py
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from flask import Flask, request, jsonify, render_template_string
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import os
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import requests
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logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
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# Configuration
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OLLAMA_BASE_URL = os.getenv('OLLAMA_BASE_URL', 'http://localhost:11434')
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ALLOWED_MODELS = os.getenv('ALLOWED_MODELS', 'llama2,llama2:13b,llama2:70b,codellama,neural-chat,gemma-3-270m').split(',')
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MAX_TOKENS = int(os.getenv('MAX_TOKENS', '2048'))
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TEMPERATURE = float(os.getenv('TEMPERATURE', '0.7'))
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class OllamaManager:
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def __init__(self, base_url: str):
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self.base_url = base_url.rstrip('/')
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self.available_models = ALLOWED_MODELS # Initialize with allowed models
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self.refresh_models()
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def refresh_models(self) -> None:
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"""Refresh the list of available models from Ollama API, falling back to allowed models."""
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try:
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response = requests.get(f"{self.base_url}/api/tags", timeout=10)
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response.raise_for_status()
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data = response.json()
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models = [model['name'] for model in data.get('models', [])]
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# Filter models to only include those in ALLOWED_MODELS
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self.available_models = [model for model in models if model in ALLOWED_MODELS]
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if not self.available_models:
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self.available_models = ALLOWED_MODELS
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logging.warning("No allowed models found in API response, using ALLOWED_MODELS")
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logging.info(f"Available models: {self.available_models}")
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except Exception as e:
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logging.error(f"Error refreshing models: {e}")
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self.available_models = ALLOWED_MODELS
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def list_models(self) -> List[str]:
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"""Return the list of available models."""
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"stream": False,
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**kwargs
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}
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response = requests.post(f"{self.base_url}/api/generate", json=payload, timeout=120)
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response.raise_for_status()
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data = response.json()
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return {
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"status": "success",
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"response": data.get('response', ''),
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"model": model_name,
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"usage": data.get('usage', {})
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}
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except Exception as e:
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logging.error(f"Error generating response: {e}")
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return {"status": "error", "message": str(e)}
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def health_check(self) -> Dict[str, Any]:
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"""Check the health of the Ollama API."""
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try:
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response = requests.get(f"{self.base_url}/api/tags", timeout=10)
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response.raise_for_status()
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return {"status": "healthy", "available_models": len(self.available_models)}
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except Exception as e:
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logging.error(f"Health check failed: {e}")
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return {"status": "unhealthy", "error": str(e)}
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# Initialize Ollama manager
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ollama_manager = OllamaManager(OLLAMA_BASE_URL)
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# HTML template for the chat interface
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HTML_TEMPLATE = '''
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>OpenWebUI - Ollama Chat</title>
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<style>
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* {
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margin: 0;
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padding: 0;
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box-sizing: border-box;
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}
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body {
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font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;
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background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
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min-height: 100vh;
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padding: 20px;
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}
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.container {
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max-width: 1200px;
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margin: 0 auto;
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background: white;
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border-radius: 20px;
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box-shadow: 0 20px 40px rgba(0,0,0,0.1);
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overflow: hidden;
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}
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.header {
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background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
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color: white;
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padding: 30px;
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text-align: center;
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}
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.header h1 {
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font-size: 2.5rem;
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margin-bottom: 10px;
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font-weight: 700;
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}
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.header p {
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font-size: 1.1rem;
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opacity: 0.9;
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}
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.controls {
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padding: 20px 30px;
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background: #f8f9fa;
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border-bottom: 1px solid #e9ecef;
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display: flex;
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gap: 15px;
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align-items: center;
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flex-wrap: wrap;
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}
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.control-group {
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display: flex;
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align-items: center;
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gap: 8px;
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}
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.control-group label {
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font-weight: 600;
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color: #495057;
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min-width: 80px;
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}
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.control-group select,
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.control-group input {
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padding: 8px 12px;
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border: 2px solid #e9ecef;
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border-radius: 8px;
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font-size: 14px;
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transition: border-color 0.3s;
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}
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.control-group select:focus,
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.control-group input:focus {
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outline: none;
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border-color: #667eea;
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}
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.chat-container {
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height: 500px;
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overflow-y: auto;
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padding: 20px;
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background: #fafbfc;
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}
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.message {
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margin-bottom: 20px;
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display: flex;
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gap: 15px;
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}
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.message.user {
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flex-direction: row-reverse;
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}
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.message-avatar {
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width: 40px;
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height: 40px;
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border-radius: 50%;
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display: flex;
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align-items: center;
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justify-content: center;
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font-weight: bold;
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color: white;
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flex-shrink: 0;
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}
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.message.user .message-avatar {
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background: #667eea;
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}
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.message.assistant .message-avatar {
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background: #28a745;
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}
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.message-content {
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background: white;
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padding: 15px 20px;
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border-radius: 18px;
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max-width: 70%;
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box-shadow: 0 2px 10px rgba(0,0,0,0.1);
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line-height: 1.5;
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}
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.message.user .message-content {
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background: #667eea;
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color: white;
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}
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.message.assistant .message-content {
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background: white;
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color: #333;
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}
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.input-container {
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padding: 20px 30px;
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background: white;
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border-top: 1px solid #e9ecef;
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}
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.input-form {
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display: flex;
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gap: 15px;
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}
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.input-field {
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flex: 1;
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padding: 15px 20px;
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border: 2px solid #e9ecef;
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border-radius: 25px;
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font-size: 16px;
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transition: border-color 0.3s;
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+
resize: none;
|
| 223 |
+
min-height: 50px;
|
| 224 |
+
max-height: 120px;
|
| 225 |
+
}
|
| 226 |
+
.input-field:focus {
|
| 227 |
+
outline: none;
|
| 228 |
+
border-color: #667eea;
|
| 229 |
+
}
|
| 230 |
+
.send-button {
|
| 231 |
+
padding: 15px 30px;
|
| 232 |
+
background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
|
| 233 |
+
color: white;
|
| 234 |
+
border: none;
|
| 235 |
+
border-radius: 25px;
|
| 236 |
+
font-size: 16px;
|
| 237 |
+
font-weight: 600;
|
| 238 |
+
cursor: pointer;
|
| 239 |
+
transition: transform 0.2s;
|
| 240 |
+
min-width: 100px;
|
| 241 |
+
}
|
| 242 |
+
.send-button:hover {
|
| 243 |
+
transform: translateY(-2px);
|
| 244 |
+
}
|
| 245 |
+
.send-button:disabled {
|
| 246 |
+
opacity: 0.6;
|
| 247 |
+
cursor: not-allowed;
|
| 248 |
+
transform: none;
|
| 249 |
+
}
|
| 250 |
+
.status {
|
| 251 |
+
text-align: center;
|
| 252 |
+
padding: 10px;
|
| 253 |
+
font-size: 14px;
|
| 254 |
+
color: #6c757d;
|
| 255 |
+
}
|
| 256 |
+
.status.error {
|
| 257 |
+
color: #dc3545;
|
| 258 |
+
}
|
| 259 |
+
.status.success {
|
| 260 |
+
color: #28a745;
|
| 261 |
+
}
|
| 262 |
+
.typing-indicator {
|
| 263 |
+
display: none;
|
| 264 |
+
padding: 15px 20px;
|
| 265 |
+
background: white;
|
| 266 |
+
border-radius: 18px;
|
| 267 |
+
color: #6c757d;
|
| 268 |
+
font-style: italic;
|
| 269 |
+
}
|
| 270 |
+
@media (max-width: 768px) {
|
| 271 |
+
.controls {
|
| 272 |
+
flex-direction: column;
|
| 273 |
+
align-items: stretch;
|
| 274 |
+
}
|
| 275 |
+
.control-group {
|
| 276 |
+
justify-content: space-between;
|
| 277 |
+
}
|
| 278 |
+
.message-content {
|
| 279 |
+
max-width: 85%;
|
| 280 |
+
}
|
| 281 |
+
}
|
| 282 |
</style>
|
| 283 |
</head>
|
| 284 |
<body>
|
|
|
|
| 360 |
const option = document.createElement('option');
|
| 361 |
option.value = model;
|
| 362 |
option.textContent = model;
|
| 363 |
+
if (model === 'gemma-3-270m') {
|
| 364 |
option.selected = true;
|
| 365 |
}
|
| 366 |
modelSelect.appendChild(option);
|
|
|
|
| 417 |
const response = await fetch('/api/chat', {
|
| 418 |
method: 'POST',
|
| 419 |
headers: { 'Content-Type': 'application/json' },
|
| 420 |
+
body: JSON.stringify({ model, prompt: message, temperature, max_tokens: maxTokens })
|
| 421 |
});
|
| 422 |
const data = await response.json();
|
| 423 |
|
|
|
|
| 484 |
@app.route('/')
|
| 485 |
def home():
|
| 486 |
"""Main chat interface."""
|
| 487 |
+
return render_template_string(HTML_TEMPLATE, ollama_base_url=OLLAMA_BASE_URL, default_model=ALLOWED_MODELS)
|
| 488 |
|
| 489 |
@app.route('/api/chat', methods=['POST'])
|
| 490 |
def chat():
|
| 491 |
"""Chat API endpoint."""
|
| 492 |
try:
|
| 493 |
data = request.get_json()
|
| 494 |
+
if not data or 'prompt' not in data or 'model' not in data:
|
| 495 |
+
return jsonify({"status": "error", "message": "Prompt and model are required"}), 400
|
| 496 |
|
| 497 |
+
prompt = data['prompt']
|
| 498 |
model = data['model']
|
| 499 |
temperature = data.get('temperature', TEMPERATURE)
|
| 500 |
max_tokens = data.get('max_tokens', MAX_TOKENS)
|
| 501 |
|
| 502 |
+
result = ollama_manager.generate(model, prompt, temperature=temperature, max_tokens=max_tokens)
|
| 503 |
return jsonify(result), 200 if result["status"] == "success" else 500
|
| 504 |
except Exception as e:
|
| 505 |
logging.error(f"Chat endpoint error: {e}")
|
|
|
|
| 509 |
def get_models():
|
| 510 |
"""Get available models."""
|
| 511 |
try:
|
| 512 |
+
models = ollama_manager.list_models()
|
| 513 |
return jsonify({
|
| 514 |
"status": "success",
|
| 515 |
"models": models,
|
|
|
|
| 523 |
def health_check():
|
| 524 |
"""Health check endpoint."""
|
| 525 |
try:
|
| 526 |
+
ollama_health = ollama_manager.health_check()
|
| 527 |
return jsonify({
|
| 528 |
"status": "healthy",
|
| 529 |
"ollama_api": ollama_health,
|